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Original Articles

ESTIMATING SIMULATION METAMODELS USING COMBINED CORRELATION-BASED VARIANCE REDUCTION TECHNIQUES

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Pages 2-16 | Received 01 Jun 1989, Published online: 30 May 2007

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Brian A. Bourquard, Gemma Berenguer, Allan W. Gray & Paul V. Preckel. (2022) Raw material variability in food manufacturing: a data-driven snack food industry case. Production & Manufacturing Research 10:1, pages 294-320.
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Ihsan Sabuncuoglu, Mehmet Murat Fadiloglu & Sabri Çelik. (2008) Variance reduction techniques: Experimental comparison and analysis for single systems. IIE Transactions 40:5, pages 538-551.
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WHEYMING TINA SONG & CHIEN CHOU SU. (1996) An extension of the multiple-blocks strategy on estimating simulation metamodels. IIE Transactions 28:6, pages 511-519.
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Neng Hui Shih & Wheyming Tina song. (1995) Estimating simulation metamodels using correlated control variates. Communications in Statistics - Simulation and Computation 24:1, pages 79-90.
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Articles from other publishers (29)

Mohammed Mawlana & Amin Hammad. (2019) Integrating Variance Reduction Techniques and Parallel Computing in Construction Simulation Optimization. Journal of Computing in Civil Engineering 33:4.
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Russell Barton, Marvin K. Nakayama & Lee Schruben. (2017) History of improving statistical efficiency. History of improving statistical efficiency.
Russell R. Barton. 2013. Encyclopedia of Operations Research and Management Science. Encyclopedia of Operations Research and Management Science 1307 1313 .
Shing Chih Tsai & Chen Hao Kuo. (2012) Screening and selection procedures with control variates and correlation induction techniques. Naval Research Logistics (NRL) 59:5, pages 340-361.
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Xi Chen, Bruce E. Ankenman & Barry L. Nelson. (2012) The effects of common random numbers on stochastic kriging metamodels. ACM Transactions on Modeling and Computer Simulation 22:2, pages 1-20.
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Adrian Adewunmi & Uwe Aickelin. 2012. Use Cases of Discrete Event Simulation. Use Cases of Discrete Event Simulation 1 26 .
Xi Chen, Bruce Ankenman & Barry L. Nelson. (2010) Common random numbers and stochastic kriging. Common random numbers and stochastic kriging.
Bruce Ankenman, Barry L. Nelson & Jeremy Staum. (2010) Stochastic Kriging for Simulation Metamodeling. Operations Research 58:2, pages 371-382.
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Bruce Ankenman, Barry L. Nelson & Jeremy Staum. (2008) Stochastic kriging for simulation metamodeling. Stochastic kriging for simulation metamodeling.
Marvin K. Nakayama. (2007) Fixed-width multiple-comparison procedures using common random numbers for steady-state simulations. European Journal of Operational Research 182:3, pages 1330-1349.
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Russell R. Barton & Martin Meckesheimer. 2006. Simulation. Simulation 535 574 .
James R. Swisher, Sheldon H. Jacobson & Enver Yücesan. (2003) Discrete-event simulation optimization using ranking, selection, and multiple comparison procedures. ACM Transactions on Modeling and Computer Simulation 13:2, pages 134-154.
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S.M. Sanchez. (2001) ABC's of output analysis. ABC's of output analysis.
Marvin K. Nakayama. (2000) Multiple comparisons with the best using common random numbers for steady-state simulations. Journal of Statistical Planning and Inference 85:1-2, pages 37-48.
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S.M. Sanchez. (2000) Robust design: seeking the best of all possible worlds. Robust design: seeking the best of all possible worlds.
James R. Swisher & Sheldon H. Jacobson. (1999) A survey of ranking, selection, and multiple comparison procedures for discrete-event simulation. A survey of ranking, selection, and multiple comparison procedures for discrete-event simulation.
Susan M. Sanchez. (1999) ABC's of output analysis. ABC's of output analysis.
R.R. Barton. (1998) Simulation metamodels. Simulation metamodels.
Wei-Ning Yang & Wei-Win Liou. (1996) Combining antithetic variates and control variates in simulation experiments. ACM Transactions on Modeling and Computer Simulation 6:4, pages 243-260.
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Neng-Hui Shih & Wheyming Tina Song. (1996) Correlation-inducing variance reduction in regenerative simulation. Operations Research Letters 19:1, pages 17-23.
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Jack P. C. Kleijnen. 1996. Reliability and Maintenance of Complex Systems. Reliability and Maintenance of Complex Systems 411 428 .
Linda Weiser FriedmanLinda Weiser Friedman. 1996. The Simulation Metamodel. The Simulation Metamodel 103 153 .
Jeffrey D. Tew. (1995) Simulation metamodel estimation using a combined correlation-based variance reduction technique for first and higher-order metamodels. European Journal of Operational Research 87:2, pages 349-367.
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S.M. Sanchez. (1994) Experimental designs for system assessment and improvement when noise factors are correlated. Experimental designs for system assessment and improvement when noise factors are correlated.
J.M. Donohue. (1994) Experimental designs for simulation. Experimental designs for simulation.
P. L'Ecuyer. (1994) Efficiency improvement and variance reduction. Efficiency improvement and variance reduction.
S.M. Sanchez. (1994) A robust design tutorial. A robust design tutorial.
Barry L. Nelson. (1993) Robust multiple comparisons under common random numbers. ACM Transactions on Modeling and Computer Simulation 3:3, pages 225-243.
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Adrian Adewunmi & Uwe Aickelin. (2012) Investigating the Effectiveness of Variance Reduction Techniques in Manufacturing, Call Center and Cross-Docking Discrete Event Simulation Models. SSRN Electronic Journal.
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